Economic Applications of Quantile Regression

Softcover reprint of hardcover 1st ed. 2002

Book Details

Format Paperback / Softback

Book Series Studies in Empirical Economics

ISBN-10 3790825026

ISBN-13 9783790825022

Edition Softcover reprint of hardcover 1st ed. 2002

Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Imprint Physica-Verlag GmbH & Co

Country of Manufacture DE

Country of Publication GB

Publication Date Oct 19th, 2010

Print length 324 Pages

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Complementing classical least squares regression methods which are designed to estimate conditional mean models, quantile regression provides an ensemble of techniques for estimating families of conditional quantile models, thus offering a more complete view of the stochastic relationship among variables.

Quantile regression has emerged as an essential statistical tool of contemporary empirical economics and biostatistics. Complementing classical least squares regression methods which are designed to estimate conditional mean models, quantile regression provides an ensemble of techniques for estimating families of conditional quantile models, thus offering a more complete view of the stochastic relationship among variables. This volume collects 12 outstanding empirical contributions in economics and offers an indispensable introduction to interpretation, implementation, and inference aspects of quantile regression.

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